Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 254974 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 25742 |
| Duplicate rows (%) | 10.1% |
| Total size in memory | 23.3 MiB |
| Average record size in memory | 96.0 B |
Variable types
| Numeric | 11 |
|---|
| Dataset has 25742 (10.1%) duplicate rows | Duplicates |
energy_100g is highly overall correlated with fat_100g and 3 other fields | High correlation |
salt_100g is highly overall correlated with sodium_100g | High correlation |
sodium_100g is highly overall correlated with salt_100g | High correlation |
fat_100g is highly overall correlated with energy_100g and 2 other fields | High correlation |
saturated_fat_100g is highly overall correlated with energy_100g and 3 other fields | High correlation |
nutrition_score_uk_100g is highly overall correlated with energy_100g and 3 other fields | High correlation |
nutrition_score_fr_100g is highly overall correlated with energy_100g and 2 other fields | High correlation |
cholesterol_100g is highly skewed (γ1 = 293.6387501) | Skewed |
energy_100g has 6091 (2.4%) zeros | Zeros |
salt_100g has 36339 (14.3%) zeros | Zeros |
sodium_100g has 36343 (14.3%) zeros | Zeros |
fiber_100g has 124820 (49.0%) zeros | Zeros |
additives_n has 82104 (32.2%) zeros | Zeros |
sugars_100g has 50158 (19.7%) zeros | Zeros |
fat_100g has 78545 (30.8%) zeros | Zeros |
saturated_fat_100g has 96736 (37.9%) zeros | Zeros |
nutrition_score_uk_100g has 12521 (4.9%) zeros | Zeros |
nutrition_score_fr_100g has 11704 (4.6%) zeros | Zeros |
cholesterol_100g has 200361 (78.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-07 15:45:05.055387 |
|---|---|
| Analysis finished | 2024-06-07 15:45:25.825806 |
| Duration | 20.77 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
energy_100g
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 3817 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1131.0096 |
| Minimum | 0 |
|---|---|
| Maximum | 3700 |
| Zeros | 6091 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 84 |
| Q1 | 393 |
| median | 1117 |
| Q3 | 1674 |
| 95-th percentile | 2389 |
| Maximum | 3700 |
| Range | 3700 |
| Interquartile range (IQR) | 1281 |
Descriptive statistics
| Standard deviation | 782.9411 |
|---|---|
| Coefficient of variation (CV) | 0.69224972 |
| Kurtosis | -0.50182767 |
| Mean | 1131.0096 |
| Median Absolute Deviation (MAD) | 657 |
| Skewness | 0.40962332 |
| Sum | 2.8837805 × 108 |
| Variance | 612996.77 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6091 | 2.4% |
| 2092 | 5074 | 2.0% |
| 1674 | 4010 | 1.6% |
| 1494 | 3912 | 1.5% |
| 1644 | 3276 | 1.3% |
| 1393 | 3219 | 1.3% |
| 1046 | 2943 | 1.2% |
| 1569 | 2824 | 1.1% |
| 1795 | 2347 | 0.9% |
| 1197 | 2312 | 0.9% |
| Other values (3807) | 218966 |
| Value | Count | Frequency (%) |
| 0 | 6091 | |
| 0.02 | 1 | < 0.1% |
| 0.42 | 1 | < 0.1% |
| 0.48 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.8 | 7 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 0.92 | 4 | < 0.1% |
| 1 | 49 | < 0.1% |
| 1.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3700 | 256 | |
| 3699 | 5 | < 0.1% |
| 3697 | 1 | < 0.1% |
| 3696 | 3 | < 0.1% |
| 3693 | 6 | < 0.1% |
| 3692 | 1 | < 0.1% |
| 3691 | 1 | < 0.1% |
| 3690 | 3 | < 0.1% |
| 3689 | 2 | < 0.1% |
| 3686 | 1 | < 0.1% |
salt_100g
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 5500 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5783321 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 36339 |
| Zeros (%) | 14.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.05334 |
| median | 0.56388 |
| Q3 | 1.36144 |
| 95-th percentile | 4 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 1.3081 |
Descriptive statistics
| Standard deviation | 6.2312293 |
|---|---|
| Coefficient of variation (CV) | 3.9479835 |
| Kurtosis | 141.59793 |
| Mean | 1.5783321 |
| Median Absolute Deviation (MAD) | 0.54388 |
| Skewness | 11.077406 |
| Sum | 402433.66 |
| Variance | 38.828219 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36339 | 14.3% |
| 0.01 | 3564 | 1.4% |
| 0.1 | 3305 | 1.3% |
| 1 | 2153 | 0.8% |
| 0.0254 | 2091 | 0.8% |
| 1.27 | 1938 | 0.8% |
| 1.63322 | 1824 | 0.7% |
| 0.127 | 1775 | 0.7% |
| 0.03 | 1558 | 0.6% |
| 0.02032 | 1537 | 0.6% |
| Other values (5490) | 198890 |
| Value | Count | Frequency (%) |
| 0 | 36339 | |
| 5 × 10-8 | 1 | < 0.1% |
| 9.999999 × 10-8 | 2 | < 0.1% |
| 1 × 10-6 | 1 | < 0.1% |
| 5 × 10-6 | 1 | < 0.1% |
| 7.874 × 10-6 | 1 | < 0.1% |
| 1 × 10-5 | 5 | < 0.1% |
| 1.3 × 10-5 | 4 | < 0.1% |
| 2 × 10-5 | 1 | < 0.1% |
| 2.413 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 21 | < 0.1% |
| 99.93 | 1 | < 0.1% |
| 99.90582 | 111 | |
| 99.9 | 8 | < 0.1% |
| 99.822 | 5 | < 0.1% |
| 99.8 | 3 | < 0.1% |
| 99.78644 | 10 | < 0.1% |
| 99.64674 | 3 | < 0.1% |
| 99.568 | 1 | < 0.1% |
| 99.5 | 1 | < 0.1% |
sodium_100g
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 5251 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.64268795 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 36343 |
| Zeros (%) | 14.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.021 |
| median | 0.222 |
| Q3 | 0.536 |
| 95-th percentile | 1.583 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 0.515 |
Descriptive statistics
| Standard deviation | 2.6506021 |
|---|---|
| Coefficient of variation (CV) | 4.1242443 |
| Kurtosis | 162.08847 |
| Mean | 0.64268795 |
| Median Absolute Deviation (MAD) | 0.21412598 |
| Skewness | 11.525525 |
| Sum | 163868.72 |
| Variance | 7.0256914 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36343 | 14.3% |
| 0.003937007874 | 3559 | 1.4% |
| 0.03937007874 | 3290 | 1.3% |
| 0.3937007874 | 2138 | 0.8% |
| 0.01 | 2090 | 0.8% |
| 0.5 | 1936 | 0.8% |
| 0.643 | 1847 | 0.7% |
| 0.01181102362 | 1842 | 0.7% |
| 0.05 | 1775 | 0.7% |
| 0.008 | 1541 | 0.6% |
| Other values (5241) | 198613 |
| Value | Count | Frequency (%) |
| 0 | 36343 | |
| 1.968503937 × 10-8 | 1 | < 0.1% |
| 3.93700748 × 10-8 | 2 | < 0.1% |
| 3.937007874 × 10-7 | 1 | < 0.1% |
| 1.968503937 × 10-6 | 1 | < 0.1% |
| 3.1 × 10-6 | 1 | < 0.1% |
| 3.937007874 × 10-6 | 5 | < 0.1% |
| 5.118110236 × 10-6 | 4 | < 0.1% |
| 7.874015748 × 10-6 | 1 | < 0.1% |
| 9.5 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 92.5 | 1 | |
| 83 | 1 | |
| 75 | 2 | |
| 74 | 1 | |
| 71.429 | 1 | |
| 70 | 1 | |
| 62.5 | 1 | |
| 60.3 | 1 | |
| 59 | 1 |
fiber_100g
Real number (ℝ)
ZEROS 
| Distinct | 1010 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2069436 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 124820 |
| Zeros (%) | 49.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.3 |
| Q3 | 3 |
| 95-th percentile | 9.6 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.219424 |
|---|---|
| Coefficient of variation (CV) | 1.9118857 |
| Kurtosis | 58.132747 |
| Mean | 2.2069436 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 5.4282559 |
| Sum | 562713.25 |
| Variance | 17.803539 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 124820 | |
| 3.6 | 8511 | 3.3% |
| 3.3 | 3986 | 1.6% |
| 1.8 | 3874 | 1.5% |
| 0.8 | 3799 | 1.5% |
| 7.1 | 3703 | 1.5% |
| 1.6 | 3413 | 1.3% |
| 2 | 3399 | 1.3% |
| 1.2 | 3259 | 1.3% |
| 2.4 | 3221 | 1.3% |
| Other values (1000) | 92989 |
| Value | Count | Frequency (%) |
| 0 | 124820 | |
| 0.0001 | 2 | < 0.1% |
| 0.0002 | 1 | < 0.1% |
| 0.001 | 16 | < 0.1% |
| 0.002 | 3 | < 0.1% |
| 0.004 | 1 | < 0.1% |
| 0.00416 | 1 | < 0.1% |
| 0.005 | 2 | < 0.1% |
| 0.01 | 72 | < 0.1% |
| 0.016 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 10 | |
| 99 | 1 | < 0.1% |
| 94.8 | 1 | < 0.1% |
| 92.4 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| 88 | 2 | < 0.1% |
| 87.5 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 86.2 | 1 | < 0.1% |
| 85.2 | 1 | < 0.1% |
additives_n
Real number (ℝ)
ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7051856 |
| Minimum | -1 |
|---|---|
| Maximum | 31 |
| Zeros | 82104 |
| Zeros (%) | 32.2% |
| Negative | 25244 |
| Negative (%) | 9.9% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 31 |
| Range | 32 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.5527784 |
|---|---|
| Coefficient of variation (CV) | 1.4970677 |
| Kurtosis | 6.8785431 |
| Mean | 1.7051856 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.0516666 |
| Sum | 434778 |
| Variance | 6.5166775 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 82104 | |
| 1 | 44028 | |
| 2 | 35091 | |
| -1 | 25244 | 9.9% |
| 3 | 22854 | 9.0% |
| 4 | 14640 | 5.7% |
| 5 | 10392 | 4.1% |
| 6 | 6876 | 2.7% |
| 7 | 4395 | 1.7% |
| 8 | 3171 | 1.2% |
| Other values (22) | 6179 | 2.4% |
| Value | Count | Frequency (%) |
| -1 | 25244 | 9.9% |
| 0 | 82104 | |
| 1 | 44028 | |
| 2 | 35091 | |
| 3 | 22854 | 9.0% |
| 4 | 14640 | 5.7% |
| 5 | 10392 | 4.1% |
| 6 | 6876 | 2.7% |
| 7 | 4395 | 1.7% |
| 8 | 3171 | 1.2% |
| Value | Count | Frequency (%) |
| 31 | 4 | < 0.1% |
| 29 | 2 | < 0.1% |
| 28 | 2 | < 0.1% |
| 27 | 2 | < 0.1% |
| 26 | 2 | < 0.1% |
| 25 | 11 | |
| 24 | 10 | < 0.1% |
| 23 | 14 | |
| 22 | 26 | |
| 21 | 20 |
sugars_100g
Real number (ℝ)
ZEROS 
| Distinct | 4052 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.10314 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 50158 |
| Zeros (%) | 19.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.8 |
| median | 4.8 |
| Q3 | 22.22 |
| 95-th percentile | 60.774 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 21.42 |
Descriptive statistics
| Standard deviation | 20.84872 |
|---|---|
| Coefficient of variation (CV) | 1.3804228 |
| Kurtosis | 2.4900988 |
| Mean | 15.10314 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | 1.7375937 |
| Sum | 3850908 |
| Variance | 434.66911 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 50158 | 19.7% |
| 3.57 | 7142 | 2.8% |
| 0.5 | 4359 | 1.7% |
| 3.33 | 3700 | 1.5% |
| 1 | 2567 | 1.0% |
| 20 | 2323 | 0.9% |
| 6.67 | 2264 | 0.9% |
| 10 | 2168 | 0.9% |
| 50 | 2101 | 0.8% |
| 7.14 | 2024 | 0.8% |
| Other values (4042) | 176168 |
| Value | Count | Frequency (%) |
| 0 | 50158 | |
| 0.0001 | 8 | < 0.1% |
| 0.0005 | 1 | < 0.1% |
| 0.001 | 24 | < 0.1% |
| 0.0019 | 2 | < 0.1% |
| 0.0048 | 1 | < 0.1% |
| 0.007 | 1 | < 0.1% |
| 0.01 | 85 | < 0.1% |
| 0.0108 | 1 | < 0.1% |
| 0.02 | 27 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 921 | |
| 99.95 | 1 | < 0.1% |
| 99.9 | 6 | < 0.1% |
| 99.8 | 3 | < 0.1% |
| 99.7 | 10 | < 0.1% |
| 99.6 | 4 | < 0.1% |
| 99.5 | 10 | < 0.1% |
| 99.3 | 2 | < 0.1% |
| 99.2 | 3 | < 0.1% |
| 99 | 40 | < 0.1% |
fat_100g
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 3370 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.979729 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 78545 |
| Zeros (%) | 30.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.79 |
| Q3 | 19 |
| 95-th percentile | 45 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 17.247552 |
|---|---|
| Coefficient of variation (CV) | 1.439728 |
| Kurtosis | 6.5670472 |
| Mean | 11.979729 |
| Median Absolute Deviation (MAD) | 3.79 |
| Skewness | 2.2702762 |
| Sum | 3054519.5 |
| Variance | 297.47804 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 78545 | |
| 25 | 3375 | 1.3% |
| 32.14 | 2978 | 1.2% |
| 0.5 | 2967 | 1.2% |
| 20 | 2656 | 1.0% |
| 1.79 | 2526 | 1.0% |
| 28.57 | 2459 | 1.0% |
| 21.43 | 2411 | 0.9% |
| 0.1 | 2367 | 0.9% |
| 10 | 2238 | 0.9% |
| Other values (3360) | 152452 |
| Value | Count | Frequency (%) |
| 0 | 78545 | |
| 0.0001 | 2 | < 0.1% |
| 0.000133 | 1 | < 0.1% |
| 0.001 | 1 | < 0.1% |
| 0.003 | 1 | < 0.1% |
| 0.004 | 2 | < 0.1% |
| 0.005 | 3 | < 0.1% |
| 0.007 | 1 | < 0.1% |
| 0.01 | 42 | < 0.1% |
| 0.012 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1280 | |
| 99.9 | 16 | < 0.1% |
| 99.85 | 1 | < 0.1% |
| 99.82 | 1 | < 0.1% |
| 99.8 | 17 | < 0.1% |
| 99.7 | 5 | < 0.1% |
| 99.4 | 5 | < 0.1% |
| 99 | 5 | < 0.1% |
| 98.73 | 1 | < 0.1% |
| 98.5 | 1 | < 0.1% |
saturated_fat_100g
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 2192 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5437063 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 96736 |
| Zeros (%) | 37.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 6.58 |
| 95-th percentile | 19 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 6.58 |
Descriptive statistics
| Standard deviation | 7.6251009 |
|---|---|
| Coefficient of variation (CV) | 1.6781677 |
| Kurtosis | 23.985088 |
| Mean | 4.5437063 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.6365845 |
| Sum | 1158527 |
| Variance | 58.142164 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 96736 | |
| 0.1 | 5227 | 2.1% |
| 3.57 | 3480 | 1.4% |
| 0.5 | 3079 | 1.2% |
| 7.14 | 2875 | 1.1% |
| 0.2 | 2558 | 1.0% |
| 1 | 2335 | 0.9% |
| 0.3 | 2302 | 0.9% |
| 3.33 | 2211 | 0.9% |
| 1.79 | 2189 | 0.9% |
| Other values (2182) | 131982 |
| Value | Count | Frequency (%) |
| 0 | 96736 | |
| 0.0001 | 11 | < 0.1% |
| 0.001 | 30 | < 0.1% |
| 0.002 | 10 | < 0.1% |
| 0.003 | 4 | < 0.1% |
| 0.0032 | 1 | < 0.1% |
| 0.004 | 3 | < 0.1% |
| 0.005 | 11 | < 0.1% |
| 0.006 | 2 | < 0.1% |
| 0.00667 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 12 | |
| 99.9 | 1 | < 0.1% |
| 99 | 2 | < 0.1% |
| 98 | 1 | < 0.1% |
| 96 | 2 | < 0.1% |
| 95.5 | 1 | < 0.1% |
| 95 | 5 | |
| 94 | 2 | < 0.1% |
| 93.8 | 1 | < 0.1% |
| 93.33 | 3 | < 0.1% |
nutrition_score_uk_100g
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 22209 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.0157221 |
| Minimum | -15 |
|---|---|
| Maximum | 40 |
| Zeros | 12521 |
| Zeros (%) | 4.9% |
| Negative | 37141 |
| Negative (%) | 14.6% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | -15 |
|---|---|
| 5-th percentile | -4 |
| Q1 | 2 |
| median | 9 |
| Q3 | 16 |
| 95-th percentile | 24 |
| Maximum | 40 |
| Range | 55 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.7620999 |
|---|---|
| Coefficient of variation (CV) | 0.97186889 |
| Kurtosis | -0.86589005 |
| Mean | 9.0157221 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.19504308 |
| Sum | 2298774.7 |
| Variance | 76.774394 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12521 | 4.9% |
| 1 | 11784 | 4.6% |
| 2 | 10932 | 4.3% |
| 14 | 10565 | 4.1% |
| -1 | 8730 | 3.4% |
| 13 | 8309 | 3.3% |
| 12 | 8140 | 3.2% |
| 11 | 7980 | 3.1% |
| 3 | 7489 | 2.9% |
| 20 | 7301 | 2.9% |
| Other values (22199) | 161223 |
| Value | Count | Frequency (%) |
| -15 | 12 | < 0.1% |
| -14 | 5 | < 0.1% |
| -13 | 23 | < 0.1% |
| -12.98946843 | 1 | < 0.1% |
| -12 | 46 | |
| -11.89017976 | 1 | < 0.1% |
| -11.71202015 | 1 | < 0.1% |
| -11.11047737 | 1 | < 0.1% |
| -11.02351469 | 1 | < 0.1% |
| -11 | 90 |
| Value | Count | Frequency (%) |
| 40 | 33 | |
| 39.62928274 | 27 | |
| 39.57922926 | 14 | |
| 38.90178138 | 7 | < 0.1% |
| 38.74275539 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 37.86717433 | 3 | < 0.1% |
| 37.22136799 | 1 | < 0.1% |
| 37.13967297 | 9 | < 0.1% |
| 37 | 2 | < 0.1% |
nutrition_score_fr_100g
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 22224 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.1377468 |
| Minimum | -15 |
|---|---|
| Maximum | 40 |
| Zeros | 11704 |
| Zeros (%) | 4.6% |
| Negative | 35481 |
| Negative (%) | 13.9% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | -15 |
|---|---|
| 5-th percentile | -4 |
| Q1 | 2 |
| median | 9 |
| Q3 | 15.613139 |
| 95-th percentile | 24 |
| Maximum | 40 |
| Range | 55 |
| Interquartile range (IQR) | 13.613139 |
Descriptive statistics
| Standard deviation | 8.6223733 |
|---|---|
| Coefficient of variation (CV) | 0.9435995 |
| Kurtosis | -0.81166515 |
| Mean | 9.1377468 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.16934547 |
| Sum | 2329887.9 |
| Variance | 74.345322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11704 | 4.6% |
| 1 | 11130 | 4.4% |
| 14 | 11124 | 4.4% |
| 2 | 10457 | 4.1% |
| 13 | 8725 | 3.4% |
| -1 | 8707 | 3.4% |
| 12 | 8558 | 3.4% |
| 11 | 8537 | 3.3% |
| 3 | 7725 | 3.0% |
| 15 | 7457 | 2.9% |
| Other values (22214) | 160850 |
| Value | Count | Frequency (%) |
| -15 | 1 | < 0.1% |
| -14.56626981 | 1 | < 0.1% |
| -14.53003013 | 1 | < 0.1% |
| -14.43958461 | 1 | < 0.1% |
| -14.42682726 | 1 | < 0.1% |
| -14.42473158 | 2 | < 0.1% |
| -14.38149172 | 2 | < 0.1% |
| -14.34924791 | 3 | < 0.1% |
| -14 | 5 | < 0.1% |
| -13 | 23 |
| Value | Count | Frequency (%) |
| 40 | 4 | < 0.1% |
| 38.5578851 | 1 | < 0.1% |
| 38.51842973 | 1 | < 0.1% |
| 38.49152462 | 3 | < 0.1% |
| 38.4492283 | 1 | < 0.1% |
| 38.44860451 | 1 | < 0.1% |
| 38.44609177 | 20 | |
| 38.43481639 | 2 | < 0.1% |
| 38.41384923 | 1 | < 0.1% |
| 38.09412942 | 27 |
cholesterol_100g
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 535 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.011335686 |
| Minimum | 0 |
|---|---|
| Maximum | 95.238 |
| Zeros | 200361 |
| Zeros (%) | 78.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.071 |
| Maximum | 95.238 |
| Range | 95.238 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.26935215 |
|---|---|
| Coefficient of variation (CV) | 23.761433 |
| Kurtosis | 91156.825 |
| Mean | 0.011335686 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 293.63875 |
| Sum | 2890.3053 |
| Variance | 0.07255058 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 200361 | |
| 0.071 | 2461 | 1.0% |
| 0.107 | 2235 | 0.9% |
| 0.012 | 1908 | 0.7% |
| 0.089 | 1662 | 0.7% |
| 0.054 | 1651 | 0.6% |
| 0.018 | 1587 | 0.6% |
| 0.004 | 1503 | 0.6% |
| 0.036 | 1385 | 0.5% |
| 0.008 | 1209 | 0.5% |
| Other values (525) | 39012 | 15.3% |
| Value | Count | Frequency (%) |
| 0 | 200361 | |
| 4.5 × 10-5 | 1 | < 0.1% |
| 7.1 × 10-5 | 1 | < 0.1% |
| 0.0001 | 5 | < 0.1% |
| 0.0002 | 5 | < 0.1% |
| 0.0004 | 1 | < 0.1% |
| 0.000416 | 1 | < 0.1% |
| 0.00046 | 1 | < 0.1% |
| 0.0005 | 2 | < 0.1% |
| 0.0008 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 95.238 | 1 | |
| 70.588 | 1 | |
| 62.5 | 1 | |
| 13.846 | 1 | |
| 10.9 | 1 | |
| 1.58 | 1 | |
| 1.291 | 1 | |
| 1.25 | 1 | |
| 1.081 | 1 | |
| 0.996 | 1 |
| energy_100g | salt_100g | sodium_100g | fiber_100g | additives_n | sugars_100g | fat_100g | saturated_fat_100g | nutrition_score_uk_100g | nutrition_score_fr_100g | cholesterol_100g | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| energy_100g | 1.000 | -0.088 | -0.091 | 0.247 | -0.007 | 0.305 | 0.716 | 0.547 | 0.643 | 0.620 | 0.009 |
| salt_100g | -0.088 | 1.000 | 0.926 | -0.035 | -0.002 | -0.096 | -0.051 | -0.043 | 0.157 | 0.153 | -0.000 |
| sodium_100g | -0.091 | 0.926 | 1.000 | -0.036 | -0.006 | -0.093 | -0.052 | -0.044 | 0.146 | 0.143 | -0.000 |
| fiber_100g | 0.247 | -0.035 | -0.036 | 1.000 | -0.114 | -0.022 | 0.096 | 0.003 | -0.151 | -0.158 | -0.015 |
| additives_n | -0.007 | -0.002 | -0.006 | -0.114 | 1.000 | 0.144 | -0.063 | -0.067 | 0.130 | 0.132 | 0.001 |
| sugars_100g | 0.305 | -0.096 | -0.093 | -0.022 | 0.144 | 1.000 | -0.069 | 0.061 | 0.429 | 0.443 | -0.013 |
| fat_100g | 0.716 | -0.051 | -0.052 | 0.096 | -0.063 | -0.069 | 1.000 | 0.633 | 0.532 | 0.505 | 0.023 |
| saturated_fat_100g | 0.547 | -0.043 | -0.044 | 0.003 | -0.067 | 0.061 | 0.633 | 1.000 | 0.631 | 0.613 | 0.034 |
| nutrition_score_uk_100g | 0.643 | 0.157 | 0.146 | -0.151 | 0.130 | 0.429 | 0.532 | 0.631 | 1.000 | 0.987 | 0.027 |
| nutrition_score_fr_100g | 0.620 | 0.153 | 0.143 | -0.158 | 0.132 | 0.443 | 0.505 | 0.613 | 0.987 | 1.000 | 0.027 |
| cholesterol_100g | 0.009 | -0.000 | -0.000 | -0.015 | 0.001 | -0.013 | 0.023 | 0.034 | 0.027 | 0.027 | 1.000 |
| additives_n | cholesterol_100g | energy_100g | fat_100g | fiber_100g | nutrition_score_fr_100g | nutrition_score_uk_100g | salt_100g | saturated_fat_100g | sodium_100g | sugars_100g | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| additives_n | 1.000 | 0.159 | 0.013 | 0.086 | -0.100 | 0.164 | 0.163 | 0.142 | -0.038 | 0.142 | 0.182 |
| cholesterol_100g | 0.159 | 1.000 | 0.063 | 0.310 | -0.157 | 0.198 | 0.203 | 0.226 | 0.349 | 0.226 | -0.086 |
| energy_100g | 0.013 | 0.063 | 1.000 | 0.647 | 0.279 | 0.627 | 0.646 | 0.097 | 0.598 | 0.096 | 0.263 |
| fat_100g | 0.086 | 0.310 | 0.647 | 1.000 | 0.186 | 0.483 | 0.507 | 0.250 | 0.759 | 0.250 | -0.067 |
| fiber_100g | -0.100 | -0.157 | 0.279 | 0.186 | 1.000 | -0.215 | -0.209 | 0.007 | 0.070 | 0.007 | 0.106 |
| nutrition_score_fr_100g | 0.164 | 0.198 | 0.627 | 0.483 | -0.215 | 1.000 | 0.985 | 0.302 | 0.609 | 0.302 | 0.345 |
| nutrition_score_uk_100g | 0.163 | 0.203 | 0.646 | 0.507 | -0.209 | 0.985 | 1.000 | 0.326 | 0.630 | 0.326 | 0.321 |
| salt_100g | 0.142 | 0.226 | 0.097 | 0.250 | 0.007 | 0.302 | 0.326 | 1.000 | 0.230 | 1.000 | -0.245 |
| saturated_fat_100g | -0.038 | 0.349 | 0.598 | 0.759 | 0.070 | 0.609 | 0.630 | 0.230 | 1.000 | 0.229 | 0.045 |
| sodium_100g | 0.142 | 0.226 | 0.096 | 0.250 | 0.007 | 0.302 | 0.326 | 1.000 | 0.229 | 1.000 | -0.245 |
| sugars_100g | 0.182 | -0.086 | 0.263 | -0.067 | 0.106 | 0.345 | 0.321 | -0.245 | 0.045 | -0.245 | 1.000 |
| energy_100g | salt_100g | sodium_100g | fiber_100g | additives_n | sugars_100g | fat_100g | saturated_fat_100g | nutrition_score_uk_100g | nutrition_score_fr_100g | cholesterol_100g | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2243.0 | 0.00000 | 0.000 | 3.6 | 0.0 | 14.29 | 28.57 | 28.57 | 14.000000 | 14.000000 | 0.018 |
| 1 | 1941.0 | 0.63500 | 0.250 | 7.1 | 0.0 | 17.86 | 17.86 | 0.00 | 0.000000 | 0.000000 | 0.000 |
| 2 | 2540.0 | 1.22428 | 0.482 | 7.1 | 0.0 | 3.57 | 57.14 | 5.36 | 12.000000 | 12.000000 | 0.000 |
| 3 | 1552.0 | 0.00000 | 0.000 | 5.7 | 0.0 | 0.00 | 1.43 | 0.00 | 5.344733 | 5.323729 | 0.000 |
| 4 | 1933.0 | 0.00000 | 0.000 | 7.7 | 0.0 | 11.54 | 18.27 | 1.92 | 8.012207 | 7.898541 | 0.000 |
| 5 | 1490.0 | 0.00000 | 0.000 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 6.827355 | 6.809392 | 0.000 |
| 6 | 1833.0 | 0.13970 | 0.055 | 9.4 | 2.0 | 15.62 | 18.75 | 4.69 | 7.000000 | 7.000000 | 0.000 |
| 7 | 2406.0 | 0.00000 | 0.000 | 7.5 | 0.0 | 42.50 | 37.50 | 22.50 | 18.277754 | 18.060035 | 0.000 |
| 8 | 3586.0 | 0.00000 | 0.000 | 0.0 | 0.0 | 0.00 | 100.00 | 7.14 | 18.822279 | 17.765301 | 0.000 |
| 9 | 1393.0 | 0.00000 | 0.000 | 12.5 | 0.0 | 0.00 | 1.04 | 0.00 | 2.874713 | 2.929574 | 0.000 |
| energy_100g | salt_100g | sodium_100g | fiber_100g | additives_n | sugars_100g | fat_100g | saturated_fat_100g | nutrition_score_uk_100g | nutrition_score_fr_100g | cholesterol_100g | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 258313 | 1393.0 | 0.95250 | 0.375000 | 8.3 | 1.0 | 30.56 | 9.72 | 2.78 | 11.000000 | 11.000000 | 0.0 |
| 258314 | 1084.0 | 0.29000 | 0.114173 | 0.0 | -1.0 | 10.50 | 0.00 | 12.00 | 16.000000 | 16.000000 | 0.0 |
| 258315 | 4.0 | 10.00000 | 3.937008 | 10.0 | -1.0 | 1.00 | 0.00 | 1.00 | 0.000000 | 0.000000 | 0.0 |
| 258316 | 1477.0 | 0.03048 | 0.012000 | 4.7 | 0.0 | 2.35 | 0.00 | 0.00 | -1.000000 | -1.000000 | 0.0 |
| 258317 | 368.0 | 0.04572 | 0.018000 | 0.0 | 8.0 | 19.30 | 0.00 | 0.00 | 7.139006 | 7.568028 | 0.0 |
| 258318 | 1643.0 | 0.68000 | 0.267717 | 5.9 | -1.0 | 2.60 | 2.80 | 0.60 | -4.000000 | -4.000000 | 0.0 |
| 258319 | 569.0 | 1.10000 | 0.433071 | 1.1 | 0.0 | 9.60 | 31.00 | 0.00 | 6.661093 | 6.888682 | 0.0 |
| 258320 | 2406.0 | 0.10000 | 0.039370 | 12.2 | -1.0 | 3.89 | 0.00 | 3.73 | 0.000000 | 0.000000 | 0.0 |
| 258321 | 21.0 | 0.02540 | 0.010000 | 0.2 | 0.0 | 0.50 | 0.20 | 0.20 | 0.000000 | 2.000000 | 0.0 |
| 258322 | 2092.0 | 0.00000 | 0.000000 | 0.0 | 7.0 | 0.00 | 0.00 | 0.00 | 9.748240 | 9.501761 | 0.0 |
Most frequently occurring
| energy_100g | salt_100g | sodium_100g | fiber_100g | additives_n | sugars_100g | fat_100g | saturated_fat_100g | nutrition_score_uk_100g | nutrition_score_fr_100g | cholesterol_100g | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 25580 | 3347.0 | 0.00000 | 0.000 | 0.0 | 0.0 | 0.00 | 93.33 | 13.33 | 19.526514 | 18.528688 | 0.000 | 710 |
| 16355 | 1494.0 | 0.00000 | 0.000 | 3.6 | 2.0 | 3.57 | 1.79 | 0.00 | -6.000000 | -6.000000 | 0.000 | 485 |
| 13258 | 1197.0 | 0.00000 | 0.000 | 0.0 | 0.0 | 76.19 | 0.00 | 0.00 | 12.574640 | 13.228527 | 0.000 | 364 |
| 25674 | 3586.0 | 0.00000 | 0.000 | 0.0 | 0.0 | 0.00 | 100.00 | 14.29 | 20.711196 | 19.610330 | 0.000 | 273 |
| 16353 | 1494.0 | 0.00000 | 0.000 | 3.6 | 2.0 | 1.79 | 1.79 | 0.00 | -6.000000 | -6.000000 | 0.000 | 205 |
| 18724 | 1644.0 | 1.63322 | 0.643 | 0.0 | 0.0 | 0.00 | 32.14 | 17.86 | 21.000000 | 21.000000 | 0.107 | 175 |
| 18735 | 1644.0 | 1.63322 | 0.643 | 0.0 | 1.0 | 0.00 | 32.14 | 21.43 | 21.000000 | 21.000000 | 0.107 | 168 |
| 17567 | 1569.0 | 0.00000 | 0.000 | 0.0 | 0.0 | 100.00 | 0.00 | 0.00 | 15.570871 | 16.290931 | 0.000 | 166 |
| 93 | 0.0 | 0.00254 | 0.001 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 2.970426 | 3.414595 | 0.000 | 164 |
| 25670 | 3586.0 | 0.00000 | 0.000 | 0.0 | 0.0 | 0.00 | 100.00 | 7.14 | 18.822279 | 17.765301 | 0.000 | 141 |